He tore open the letter, the paper ripping slightly under his frustrated fingers. The words of apology from his former mentor, a man he had idolized, seemed to stab at him. He’d dedicated years to the man, only to have his career sabotaged. He paced the length of his tiny studio apartment, the letter crumpled in his hand.

His breath came in short, shallow gasps. The silence of the apartment felt deafening. Every object, every painting, every brush, served as a reminder of the dreams that were taken from him. He had no words.

He threw the letter across the room. The paper skittered across the floor, and he sank down to his knees, unable to stop the tears that finally broke free.

Emotion: tormented

Cluster: Fear / Anxiety
PC1 (Valence): -3.33 Negative
PC2 (Disposition): -0.70

Role in Research

This story is one of 1,000 stories generated for the emotion tormented. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 tormented stories, after denoising with neutral dialogue baselines, produces the tormented emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the tormented vector is projected through the unembedding matrix.

Promoted:
无法0.406
😞0.399
每一次0.378
無法0.369
S0.353
Suppressed:
la-0.803
de-0.755
a-0.407
B-0.404
l-0.354